Projects in Awesome Lists by dimits-ts

https://github.com/dimits-ts/telefrog-webrtc

A Real Time Conferencing (RTC) service which allows users to connect, talk, and send messages to each other while also supporting account management and storage.

account-management chatroom frog javascript mongodb nodejs peer-to-peer peerjs-server typescript webrtc

Last synced: 07 Nov 2024

https://github.com/dimits-ts/weight_analysis

A short applied statistics project investigating (in part) cause and effect of weight loss in clinical trials.

anova linear-regression r report statistics

Last synced: 07 Nov 2024

https://github.com/dimits-ts/practical_data_science

Projects concerning LLMs, prompting, NLP, webscraping, data aquisition and dataset analysis.

annotation chatgpt clustering kaggle-competition kaggle-dataset language-identification llm-detection llms nlp prompt-engineering toxicity-classification webscraping

Last synced: 07 Nov 2024

https://github.com/dimits-ts/disruptive-science-study

Predicting the impact of scientific papers using traditional machine learning models and NLP

machine natural-language-processing papers prediction-model regression sqlite

Last synced: 07 Nov 2024

https://github.com/dimits-ts/coffee-ui

An Android application aiming to provide a modern, accesible UI to a standard, commerical coffee machine. Supports ingredient selection, schedule creation and management, video tutorials and TTS for accessibility.

agile-development android customer-products gui

Last synced: 07 Nov 2024

https://github.com/dimits-ts/llms_prompting_annotation

Practical Data Science assignments relating to LLMs, prompting and annotation tasks.

annotation chatgpt clustering embeddings llms prompt-engineering webscraping word2vec

Last synced: 07 Nov 2024

https://github.com/dimits-ts/mini-python-compiler

A project implementing a compiler for the 'Mini Python' programming language.

compiler programming-language sablecc

Last synced: 07 Nov 2024

https://github.com/dimits-ts/time_series_gdp

Predicting GDP growth using ARIMA time series models

Last synced: 07 Nov 2024

https://github.com/dimits-ts/ds_lib

My personal data-science library.

data-science library machine-learning webscraping

Last synced: 07 Nov 2024

https://github.com/dimits-ts/athens-conceptual-model

A conceptual model written on OWL-RDF (w/ attached report) to be used for an online guide for urban areas. Focuses on the area around Syntagma Square.

cidoc-crm conceptual-modelling ontology owl rdf sparql

Last synced: 07 Nov 2024

https://github.com/dimits-ts/hyperspectral-imaging

Classifying the materials of individual pixels taken by satellite using Spectral Unmixing and Pixel Classification.

classification constrained-optimization hyperspectral-imaging linear-regression pixel-classification spectral-unmixing

Last synced: 07 Nov 2024

https://github.com/dimits-ts/userfriendlyautomaton

A project containing data structures for different kinds of automata (DFAs/NFAs), a simple custom language defining operations on them, as well as a fully functional and customizable GUI editor.

desktop-application dfa-construction integrated-development-environment java-swing programming-language ui

Last synced: 07 Nov 2024

https://github.com/dimits-ts/templated-minimax-with-othello-example

A templated, optimized implementation of the Minimax Algorithm using closed set and a-b pruning. Includes a Othello/Reversi game using it as an opponent.

abpruning-algorithm artificial-intelligence machine-learning othello-ai

Last synced: 07 Nov 2024

https://github.com/dimits-ts/computational_statistics

Fundemental ML algorithm mathematics, algebraic and Python implementations, data-based problem solving

applied-mathematics machine-learning numpy regression statistics

Last synced: 07 Nov 2024

https://github.com/dimits-ts/job-uber-android-app

An Android application which allows users to declare a need for various services (such as household chores, going to the supermarket, driving children to / from school) and other users to apply to fulfill them.

agile-development android presentation test-driven-development ui

Last synced: 07 Nov 2024

https://github.com/dimits-ts/large-text-nlp-survey

A survey paper exploring the use of state-of-the-art deep neural network architectures in NLP problems featuring very large documents.

bert document-classification document-summarization literature nlp sentiment-analysis survey-paper

Last synced: 07 Nov 2024

https://github.com/dimits-ts/economic-connectedness-repl-study

Replication study for the recent "Social Capital II: determinants of economic connectedness" paper

data-science economics jupyter-notebook replication

Last synced: 07 Nov 2024

https://github.com/dimits-ts/generic-eshop

Frontend, responsive e-shop development using vanilla JS.

e-commerce-website html-css-javascript responsive-web-design webdevelopment

Last synced: 07 Nov 2024

https://github.com/dimits-ts/graphlibraryforcsharp

A simple, modular graph library providing common interfaces, default implementations, serialization, access wrappers and algorithms for graphs

data-structures library wrappers

Last synced: 07 Nov 2024

https://github.com/dimits-ts/large-scale-data

Distributed computing for data science tasks, executed on a Ubuntu server.

cassandra kafka map-reduce spark vagrant

Last synced: 12 Oct 2024

https://github.com/dimits-ts/ai-algorithms

A collection of common AI algorithm implementations (N-queens, Othello, ID3 and decision forests).

artificial-intelligence decision-forest id3 machine-learning n-queens-problem othello-ai

Last synced: 07 Nov 2024

https://github.com/dimits-ts/llm_moderation_research

Synthetic dialogue creation. Experiments exploring the role of LLMs in the moderation of deliberation systems.

llm moderation natural-language-processing research synthetic-dataset-generation

Last synced: 07 Nov 2024

https://github.com/dimits-ts/conda_auto_backup

Last synced: 07 Nov 2024

https://github.com/dimits-ts/quantitative-finance

Scripts for option pricing (European/American) and FX arbitrage opportunities.

arbitrage-opportunity binomial-model finance monte-carlo-simulation option-pricing

Last synced: 07 Nov 2024

https://github.com/dimits-ts/visualization-assignments

Visualizing and analyzing results from the PISA-2018 competitions with regards to Greek performance and gender gap.

data-analysis data-visualization interactive-graphs presentation-slides r-language tableau

Last synced: 07 Nov 2024

https://github.com/dimits-ts/visualization-team-project

Team project visualizing various views for an established bike-sharing company. Includes a written report, presentation, R-code and Tableau files

data-visualization presentation-slides r-language tableau

Last synced: 07 Nov 2024

https://github.com/dimits-ts/numpy-mlp-classifier

Implementing a logistic regression and neural network models with batch stochastic gradient descent using numpy

artificial-intelligence classification-algorithm machine-learning neural-network

Last synced: 07 Nov 2024

https://github.com/dimits-ts/messagingapp

A Distributed System following the Publisher - Subscriber pattern. Also includes an Android Application that acts as a client, sending and receiving messages, and a local file system for persistence.

android backend-service distributed-systems filesystem messaging-app publisher-subscriber

Last synced: 07 Nov 2024

https://github.com/dimits-ts/huffman-encoding-in-c

A program packing and unpacking text files using Huffman encoding into portable binary files.

Last synced: 07 Nov 2024

https://github.com/dimits-ts/college_analysis

A statistical study about US college admissions, featuring a full report in LaTeX.

anova data-analysis exploratory-data-analysis linear-regression statistics

Last synced: 07 Nov 2024

https://github.com/dimits-ts/numerical-optimization

Using Constrained LS, SVD analysis and PageRank to efficiently solve common problems

constrained-optimization linear-algebra pagerank power-method svd-factorization

Last synced: 07 Nov 2024

https://github.com/dimits-ts/cppautomationtools

Python scripts that generate various kinds of C++ header and source files according to YAML config files.

devops-tools enum script source-code-generation yaml

Last synced: 07 Nov 2024

https://github.com/dimits-ts/ai_gdpr

A brief report exploring the impact of AI technologies on European citizens and the compliance challenges posed by the General Data Protection Regulation (GDPR), covering sections such as GDPR and AI interaction, privacy implications, democracy, discrimination, public and private sectors, transparency, and privacy-by-design.

ai ai-governance ethics gdpr legislation privacy-by-design

Last synced: 07 Nov 2024

https://github.com/dimits-ts/synthetic_discussion_framework

Continuation of thesis project, Synthetic Discussion Framework v2.0

Last synced: 07 Nov 2024

https://github.com/dimits-ts/synthetic_moderation_experiments

Last synced: 07 Nov 2024

https://github.com/dimits-ts/sport-repression-repl-study

A replication Study for the recent paper "International Sports Events and Repression in Autocracies: Evidence from the 1978 FIFA World Cup" paper.

data-analysis jupyter regression-models replication-study statistical-analysis

Last synced: 07 Nov 2024

https://github.com/dimits-ts/short-recommender-survey

A very brief primer of Content Based vs Collaborative Filtering algorithms

collaborative-filtering content-based-filtering marketing recommendation-system

Last synced: 07 Nov 2024

https://github.com/dimits-ts/oop-testing-research-paper

A research paper written for, and presented in, the "Verification, Validation and Maintainance of Software Systems" course of the Athens University of Economics and Business.

latex research-paper review-paper software-testing

Last synced: 07 Nov 2024